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Muse: Text-To-Image Generation via Masked Generative Transformers


Jan 02, 2023
Huiwen Chang, Han Zhang, Jarred Barber, AJ Maschinot, Jose Lezama, Lu Jiang, Ming-Hsuan Yang, Kevin Murphy, William T. Freeman, Michael Rubinstein, Yuanzhen Li, Dilip Krishnan

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MAGVIT: Masked Generative Video Transformer


Dec 10, 2022
Lijun Yu, Yong Cheng, Kihyuk Sohn, José Lezama, Han Zhang, Huiwen Chang, Alexander G. Hauptmann, Ming-Hsuan Yang, Yuan Hao, Irfan Essa, Lu Jiang

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MAGE: MAsked Generative Encoder to Unify Representation Learning and Image Synthesis


Nov 16, 2022
Tianhong Li, Huiwen Chang, Shlok Kumar Mishra, Han Zhang, Dina Katabi, Dilip Krishnan

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A simple, efficient and scalable contrastive masked autoencoder for learning visual representations


Oct 30, 2022
Shlok Mishra, Joshua Robinson, Huiwen Chang, David Jacobs, Aaron Sarna, Aaron Maschinot, Dilip Krishnan

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* Mishra and Robinson contributed equally 

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Imagic: Text-Based Real Image Editing with Diffusion Models


Oct 17, 2022
Bahjat Kawar, Shiran Zada, Oran Lang, Omer Tov, Huiwen Chang, Tali Dekel, Inbar Mosseri, Michal Irani

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Visual Prompt Tuning for Generative Transfer Learning


Oct 03, 2022
Kihyuk Sohn, Yuan Hao, José Lezama, Luisa Polania, Huiwen Chang, Han Zhang, Irfan Essa, Lu Jiang

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* technical report 

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Improved Masked Image Generation with Token-Critic


Sep 09, 2022
José Lezama, Huiwen Chang, Lu Jiang, Irfan Essa

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* Accepted to ECCV 2022 

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MaskGIT: Masked Generative Image Transformer


Feb 08, 2022
Huiwen Chang, Han Zhang, Lu Jiang, Ce Liu, William T. Freeman

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BLT: Bidirectional Layout Transformer for Controllable Layout Generation


Dec 09, 2021
Xiang Kong, Lu Jiang, Huiwen Chang, Han Zhang, Yuan Hao, Haifeng Gong, Irfan Essa

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* 14 pages, under review 

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Pyramid Adversarial Training Improves ViT Performance


Nov 30, 2021
Charles Herrmann, Kyle Sargent, Lu Jiang, Ramin Zabih, Huiwen Chang, Ce Liu, Dilip Krishnan, Deqing Sun

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* 32 pages, including references & supplementary material 

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